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Heng Ma's Projects

evb-amber icon evb-amber

A python wrapper for setting up Empirical Valence Bond method with Amber

evb_omm icon evb_omm

Empirical Valance Bond (EVB) calculation implemented with OpenMM

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

imolecule icon imolecule

An embeddable webGL molecule viewer and file format converter.

md_utils icon md_utils

Something functions using OpenMM for MD simulations

mdlearn icon mdlearn

Machine learning for molecular dynamics

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

multi-rl-workflow icon multi-rl-workflow

Workflows that concurrently train, use, and gather training data for multiple RL models

numba icon numba

NumPy aware dynamic Python compiler using LLVM

openfermion-pyscf icon openfermion-pyscf

OpenFermion plugin to interface with the electronic structure package PySCF.

openfold icon openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

openmm icon openmm

OpenMM is a toolkit for molecular simulation using high performance GPU code.

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